299 citations · 924 across the 25 of their papers we have counts for
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math.NA2005★ 299 cited
Diffusion Maps, Spectral Clustering and Eigenfunctions of Fokker-Planck operators
Boaz Nadler, Stephane Lafon, Ronald R. Coifman +1
This paper presents a diffusion based probabilistic interpretation of spectral clustering and dimensionality reduction algorithms that use the eigenvectors of the normalized graph…
math.NA2005★ 3 cited
Diffusion maps, spectral clustering and reaction coordinates of dynamical systems
Boaz Nadler, Stephane Lafon, Ronald R. Coifman +1
A central problem in data analysis is the low dimensional representation of high dimensional data, and the concise description of its underlying geometry and density. In the analys…